A survey of approaches for implementing optical neural networks

•Researches of optical neural networks are reviewed following the mathematical operations for the first time.•Background knowledge of neural networks and optical neural networks is introduced for non–experts.•Gentle introductions are made for reviewed literatures.•Cited figures are redrawn to provide a better understanding.